6 citations · 6 across the 1 of their papers we have counts for
3 papers · 1 filter
Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement
Vasileios Balafas, Dimos Tsouros, Nikolaos Ploskas +1
Manual modeling in Constraint Programming is a substantial bottleneck, which Constraint Acquisition (CA) aims to automate. However, passive CA methods are prone to over-fitting, of…
Efficient Multiple Constraint Acquisition
Dimosthenis C. Tsouros, Kostas Stergiou
Constraint acquisition systems such as QuAcq and MultiAcq can assist non-expert users to model their problems as constraint networks by classifying (partial) examples as positive o…
Partial Queries for Constraint Acquisition
Christian Bessiere, Clement Carbonnel, Anton Dries +8
Learning constraint networks is known to require a number of membership queries exponential in the number of variables. In this paper, we learn constraint networks by asking the us…